Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9769140 | 0.8745554 | 0.6893021 |
| bt | 0.9082174 | 0.7220316 | 0.4458226 |
| maxnet | 0.9031634 | 0.6824733 | NA |
| gam | 0.9064391 | 0.7183815 | 0.0923608 |
| glm | 0.8812941 | 0.6575154 | 0.2537895 |